Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 12:09 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 13.9675568019 |
| 1990-02-01 | 13.9868155934 |
| 1990-03-01 | 14.0808525897 |
| 1990-04-01 | 14.0768106880 |
| 1990-05-01 | 14.1414446681 |
| 1990-06-01 | 14.2805224437 |
| 1990-07-01 | 14.4982389030 |
| 1990-08-01 | 14.6120902312 |
| 1990-09-01 | 14.6701148591 |
| 1990-10-01 | 14.7178717630 |
| 1990-11-01 | 14.8014464378 |
| 1990-12-01 | 14.8615844627 |
| 1991-01-01 | 15.1622835513 |
| 1991-02-01 | 15.1825887753 |
| 1991-03-01 | 15.2767195253 |
| 1991-04-01 | 15.1704868165 |
| 1991-05-01 | 15.2399206116 |
| 1991-06-01 | 15.1893041023 |
| 1991-07-01 | 15.2063945131 |
| 1991-08-01 | 15.4412719875 |
| 1991-09-01 | 15.3708746419 |
| 1991-10-01 | 15.4069342430 |
| 1991-11-01 | 15.5772752449 |
| 1991-12-01 | 15.6444620064 |
| 1992-01-01 | 15.5813173539 |
| 1992-02-01 | 15.6902223880 |
| 1992-03-01 | 15.5878666818 |
| 1992-04-01 | 15.7576998968 |
| 1992-05-01 | 15.9390494625 |
| 1992-06-01 | 15.8904659122 |
| 1992-07-01 | 15.8113339516 |
| 1992-08-01 | 15.8621150485 |
| 1992-09-01 | 15.8694860158 |
| 1992-10-01 | 15.9942783712 |
| 1992-11-01 | 15.8446139177 |
| 1992-12-01 | 15.9337576014 |
| 1993-01-01 | 15.9116134084 |
| 1993-02-01 | 15.8091861781 |
| 1993-03-01 | 16.0103839907 |
| 1993-04-01 | 16.2431232174 |
| 1993-05-01 | 16.2348268426 |
| 1993-06-01 | 16.2776589070 |
| 1993-07-01 | 16.4178270615 |
| 1993-08-01 | 16.2819577769 |
| 1993-09-01 | 16.4623146254 |
| 1993-10-01 | 16.3762763795 |
| 1993-11-01 | 16.4140877303 |
| 1993-12-01 | 16.3198154425 |
| 1994-01-01 | 16.5474633616 |
| 1994-02-01 | 16.5318961403 |
| 1994-03-01 | 16.5319147264 |
| 1994-04-01 | 16.4277665758 |
| 1994-05-01 | 16.4363370587 |
| 1994-06-01 | 16.5609790984 |
| 1994-07-01 | 16.5121336519 |
| 1994-08-01 | 16.4857919330 |
| 1994-09-01 | 16.5372184382 |
| 1994-10-01 | 16.7750556048 |
| 1994-11-01 | 16.8903227114 |
| 1994-12-01 | 17.0197494085 |
| 1995-01-01 | 16.8693694424 |
| 1995-02-01 | 17.0489032416 |
| 1995-03-01 | 17.1487465238 |
| 1995-04-01 | 17.2240318624 |
| 1995-05-01 | 17.2304301334 |
| 1995-06-01 | 17.2380139914 |
| 1995-07-01 | 17.5341138192 |
| 1995-08-01 | 17.7051494718 |
| 1995-09-01 | 17.6227316576 |
| 1995-10-01 | 17.6711486249 |
| 1995-11-01 | 17.8748190037 |
| 1995-12-01 | 17.8116337250 |
| 1996-01-01 | 17.3823439740 |
| 1996-02-01 | 17.3596255190 |
| 1996-03-01 | 17.3572799697 |
| 1996-04-01 | 17.7272350160 |
| 1996-05-01 | 17.7319615712 |
| 1996-06-01 | 17.6207265805 |
| 1996-07-01 | 17.6363066378 |
| 1996-08-01 | 17.6804180958 |
| 1996-09-01 | 17.8115167163 |
| 1996-10-01 | 17.7803844973 |
| 1996-11-01 | 17.6858400236 |
| 1996-12-01 | 17.8189334116 |
| 1997-01-01 | 17.7841732201 |
| 1997-02-01 | 17.8703460066 |
| 1997-03-01 | 18.1656295176 |
| 1997-04-01 | 17.9346864510 |
| 1997-05-01 | 17.9234443543 |
| 1997-06-01 | 18.3079399827 |
| 1997-07-01 | 18.1453277862 |
| 1997-08-01 | 18.2739007372 |
| 1997-09-01 | 18.4115125611 |
| 1997-10-01 | 18.2691231777 |
| 1997-11-01 | 18.3959554366 |
| 1997-12-01 | 18.3133214966 |
| 1998-01-01 | 18.5849818704 |
| 1998-02-01 | 18.6858266094 |
| 1998-03-01 | 18.6703236405 |
| 1998-04-01 | 19.3322865715 |
| 1998-05-01 | 19.5211394311 |
| 1998-06-01 | 19.5125257611 |
| 1998-07-01 | 19.2407344924 |
| 1998-08-01 | 19.3734272854 |
| 1998-09-01 | 19.3096765800 |
| 1998-10-01 | 19.4563822388 |
| 1998-11-01 | 19.5090236160 |
| 1998-12-01 | 19.6152828144 |
| 1999-01-01 | 19.5734869115 |
| 1999-02-01 | 19.5948409761 |
| 1999-03-01 | 19.5715327717 |
| 1999-04-01 | 19.6320494255 |
| 1999-05-01 | 19.6182835753 |
| 1999-06-01 | 19.7027772908 |
| 1999-07-01 | 19.9289442205 |
| 1999-08-01 | 19.9705776519 |
| 1999-09-01 | 19.9298721249 |
| 1999-10-01 | 20.3355523467 |
| 1999-11-01 | 20.4205113495 |
| 1999-12-01 | 20.6180353157 |
| 2000-01-01 | 20.5759312316 |
| 2000-02-01 | 20.5924455524 |
| 2000-03-01 | 20.7656588108 |
| 2000-04-01 | 20.7215129025 |
| 2000-05-01 | 20.7220962881 |
| 2000-06-01 | 20.7112234963 |
| 2000-07-01 | 20.8151616141 |
| 2000-08-01 | 20.7691009476 |
| 2000-09-01 | 20.7413711015 |
| 2000-10-01 | 20.7232887102 |
| 2000-11-01 | 20.7438540897 |
| 2000-12-01 | 20.6473081820 |
| 2001-01-01 | 20.7850926098 |
| 2001-02-01 | 20.7870075895 |
| 2001-03-01 | 20.7572974043 |
| 2001-04-01 | 21.2003421130 |
| 2001-05-01 | 21.4137363855 |
| 2001-06-01 | 21.4055459775 |
| 2001-07-01 | 21.8219859138 |
| 2001-08-01 | 21.9856146439 |
| 2001-09-01 | 22.0456774487 |
| 2001-10-01 | 22.1066478028 |
| 2001-11-01 | 22.1561977491 |
| 2001-12-01 | 22.3574588512 |
| 2002-01-01 | 22.6108512326 |
| 2002-02-01 | 22.5686088884 |
| 2002-03-01 | 22.5380855593 |
| 2002-04-01 | 22.6764535189 |
| 2002-05-01 | 22.7059534884 |
| 2002-06-01 | 22.8975814226 |
| 2002-07-01 | 22.6329169175 |
| 2002-08-01 | 22.8912253855 |
| 2002-09-01 | 22.9241282441 |
| 2002-10-01 | 23.2150028016 |
| 2002-11-01 | 23.3869381703 |
| 2002-12-01 | 23.3704584518 |
| 2003-01-01 | 23.4361063934 |
| 2003-02-01 | 23.6441688603 |
| 2003-03-01 | 23.6270379445 |
| 2003-04-01 | 23.5570002036 |
| 2003-05-01 | 23.5982829312 |
| 2003-06-01 | 23.6757085073 |
| 2003-07-01 | 23.6571792312 |
| 2003-08-01 | 23.6846010161 |
| 2003-09-01 | 23.9092468913 |
| 2003-10-01 | 23.9345801957 |
| 2003-11-01 | 23.9072549937 |
| 2003-12-01 | 23.8680712488 |
| 2004-01-01 | 24.1706006246 |
| 2004-02-01 | 24.2202068517 |
| 2004-03-01 | 24.4231278252 |
| 2004-04-01 | 24.6506625216 |
| 2004-05-01 | 24.6050038351 |
| 2004-06-01 | 24.7780391758 |
| 2004-07-01 | 24.5689213072 |
| 2004-08-01 | 24.5606407320 |
| 2004-09-01 | 24.4797389351 |
| 2004-10-01 | 24.7467971824 |
| 2004-11-01 | 24.8177742264 |
| 2004-12-01 | 24.9475269712 |
| 2005-01-01 | 24.9033574976 |
| 2005-02-01 | 25.1223514790 |
| 2005-03-01 | 25.2336060075 |
| 2005-04-01 | 25.2517991299 |
| 2005-05-01 | 25.4084265941 |
| 2005-06-01 | 25.4906200890 |
| 2005-07-01 | 25.5759037541 |
| 2005-08-01 | 25.6162751297 |
| 2005-09-01 | 25.7613733065 |
| 2005-10-01 | 25.6550877852 |
| 2005-11-01 | 25.8015951848 |
| 2005-12-01 | 26.1251026250 |
| 2006-01-01 | 26.2429243434 |
| 2006-02-01 | 26.3389514104 |
| 2006-03-01 | 26.4496445804 |
| 2006-04-01 | 26.6620681458 |
| 2006-05-01 | 26.5967908065 |
| 2006-06-01 | 26.9269204219 |
| 2006-07-01 | 27.1792207704 |
| 2006-08-01 | 27.3656500168 |
| 2006-09-01 | 27.3455165273 |
| 2006-10-01 | 27.3544648896 |
| 2006-11-01 | 27.4892011675 |
| 2006-12-01 | 27.5120889587 |
| 2007-01-01 | 27.5636584047 |
| 2007-02-01 | 27.6593625510 |
| 2007-03-01 | 27.6730388922 |
| 2007-04-01 | 27.4584364171 |
| 2007-05-01 | 27.5824237347 |
| 2007-06-01 | 27.8547439228 |
| 2007-07-01 | 28.2798509074 |
| 2007-08-01 | 28.2137139050 |
| 2007-09-01 | 28.3599161133 |
| 2007-10-01 | 28.5492244358 |
| 2007-11-01 | 28.5737895861 |
| 2007-12-01 | 28.5218986626 |
| 2008-01-01 | 28.4756982658 |
| 2008-02-01 | 28.4569500129 |
| 2008-03-01 | 28.4815259453 |
| 2008-04-01 | 28.5467532195 |
| 2008-05-01 | 28.7601102512 |
| 2008-06-01 | 28.6847054306 |
| 2008-07-01 | 28.5840876686 |
| 2008-08-01 | 28.7012874694 |
| 2008-09-01 | 28.5690816394 |
| 2008-10-01 | 28.5331412739 |
| 2008-11-01 | 28.6793555356 |
| 2008-12-01 | 28.6517688685 |
| 2009-01-01 | 28.5742930296 |
| 2009-02-01 | 28.5459229255 |
| 2009-03-01 | 28.6804284812 |
| 2009-04-01 | 28.6121734541 |
| 2009-05-01 | 28.8358275371 |
| 2009-06-01 | 28.7987574874 |
| 2009-07-01 | 29.2073428675 |
| 2009-08-01 | 29.3333020420 |
| 2009-09-01 | 29.0894962033 |
| 2009-10-01 | 29.2180005727 |
| 2009-11-01 | 29.2797355230 |
| 2009-12-01 | 29.4762299975 |
| 2010-01-01 | 29.7752256345 |
| 2010-02-01 | 29.9015080593 |
| 2010-03-01 | 30.0529327136 |
| 2010-04-01 | 30.2542877201 |
| 2010-05-01 | 30.0938911552 |
| 2010-06-01 | 30.4571384516 |
| 2010-07-01 | 30.3634604827 |
| 2010-08-01 | 30.4268578167 |
| 2010-09-01 | 30.2875259750 |
| 2010-10-01 | 30.3934579651 |
| 2010-11-01 | 30.3692697412 |
| 2010-12-01 | 30.3975703533 |
| 2011-01-01 | 30.4709760814 |
| 2011-02-01 | 30.4299020614 |
| 2011-03-01 | 30.2980856598 |
| 2011-04-01 | 30.2876759978 |
| 2011-05-01 | 30.3810495206 |
| 2011-06-01 | 30.6215121013 |
| 2011-07-01 | 30.3334160085 |
| 2011-08-01 | 30.3480386425 |
| 2011-09-01 | 30.3790440042 |
| 2011-10-01 | 30.2743637114 |
| 2011-11-01 | 30.1406227033 |
| 2011-12-01 | 30.2168107672 |
| 2012-01-01 | 29.9550409974 |
| 2012-02-01 | 29.8319817010 |
| 2012-03-01 | 29.8220850870 |
| 2012-04-01 | 29.9339814673 |
| 2012-05-01 | 29.9913829835 |
| 2012-06-01 | 30.2221740529 |
| 2012-07-01 | 30.3309987000 |
| 2012-08-01 | 30.2881247787 |
| 2012-09-01 | 30.1462267521 |
| 2012-10-01 | 30.2346643525 |
| 2012-11-01 | 30.2889322980 |
| 2012-12-01 | 30.3248769401 |
| 2013-01-01 | 30.8558455066 |
| 2013-02-01 | 30.6152614948 |
| 2013-03-01 | 30.7257589171 |
| 2013-04-01 | 31.3588234957 |
| 2013-05-01 | 31.2046948926 |
| 2013-06-01 | 31.0531826679 |
| 2013-07-01 | 31.1529707940 |
| 2013-08-01 | 31.2471333397 |
| 2013-09-01 | 31.7206535150 |
| 2013-10-01 | 31.5842729960 |
| 2013-11-01 | 31.7168156439 |
| 2013-12-01 | 31.5146376376 |
| 2014-01-01 | 31.4454109058 |
| 2014-02-01 | 31.4969950223 |
| 2014-03-01 | 31.5361011742 |
| 2014-04-01 | 31.3047374482 |
| 2014-05-01 | 31.2219216671 |
| 2014-06-01 | 31.1815201290 |
| 2014-07-01 | 30.9431505029 |
| 2014-08-01 | 30.9648729906 |
| 2014-09-01 | 31.1929904186 |
| 2014-10-01 | 31.2473610808 |
| 2014-11-01 | 31.9666125230 |
| 2014-12-01 | 31.8078278078 |
| 2015-01-01 | 31.4339236043 |
| 2015-02-01 | 31.5133367961 |
| 2015-03-01 | 31.4808591369 |
| 2015-04-01 | 31.3406133845 |
| 2015-05-01 | 31.2491240218 |
| 2015-06-01 | 31.3722846961 |
| 2015-07-01 | 31.6379869332 |
| 2015-08-01 | 31.7893076348 |
| 2015-09-01 | 31.7813278078 |
| 2015-10-01 | 31.8119195783 |
| 2015-11-01 | 31.7315308381 |
| 2015-12-01 | 31.6869515184 |
| 2016-01-01 | 32.1174915331 |
| 2016-02-01 | 31.9542594784 |
| 2016-03-01 | 31.9611524753 |
| 2016-04-01 | 31.8751749003 |
| 2016-05-01 | 31.8745243417 |
| 2016-06-01 | 31.7390937652 |
| 2016-07-01 | 31.7938662195 |
| 2016-08-01 | 31.7561587826 |
| 2016-09-01 | 31.7691913289 |
| 2016-10-01 | 31.8821535776 |
| 2016-11-01 | 31.8911074663 |
| 2016-12-01 | 32.0681084118 |
| 2017-01-01 | 32.4061213373 |
| 2017-02-01 | 32.1293140420 |
| 2017-03-01 | 32.1730469250 |
| 2017-04-01 | 32.3228192557 |
| 2017-05-01 | 32.4049746813 |
| 2017-06-01 | 32.3812848375 |
| 2017-07-01 | 32.4478245773 |
| 2017-08-01 | 32.4240115133 |
| 2017-09-01 | 32.5604229222 |
| 2017-10-01 | 32.5526388122 |
| 2017-11-01 | 32.5284489607 |
| 2017-12-01 | 32.6472021570 |
| 2018-01-01 | 32.6934343519 |
| 2018-02-01 | 32.7155420216 |
| 2018-03-01 | 32.6960790385 |
| 2018-04-01 | 32.9810894043 |
| 2018-05-01 | 33.0336817883 |
| 2018-06-01 | 33.1218453528 |
| 2018-07-01 | 33.0944680630 |
| 2018-08-01 | 33.0840662071 |
| 2018-09-01 | 32.8505085337 |
| 2018-10-01 | 32.9237000958 |
| 2018-11-01 | 32.9468471266 |
| 2018-12-01 | 33.0460219195 |
| 2019-01-01 | 32.8877811757 |
| 2019-02-01 | 32.8035102344 |
| 2019-03-01 | 32.9017254069 |
| 2019-04-01 | 32.9836758182 |
| 2019-05-01 | 32.9709698478 |
| 2019-06-01 | 33.0418759112 |
| 2019-07-01 | 32.9146059713 |
| 2019-08-01 | 32.9089808804 |
| 2019-09-01 | 32.9349348392 |
| 2019-10-01 | 33.0084104113 |
| 2019-11-01 | 32.9692115502 |
| 2019-12-01 | 32.8422736437 |
| 2020-01-01 | 32.8819475976 |
| 2020-02-01 | 32.8925949469 |
| 2020-03-01 | 32.7803191870 |
| 2020-04-01 | 30.4747874131 |
| 2020-05-01 | 29.6019995292 |
| 2020-06-01 | 30.0753227924 |
| 2020-07-01 | 30.5467994202 |
| 2020-08-01 | 30.7478443674 |
| 2020-09-01 | 30.9315937750 |
| 2020-10-01 | 31.2278824418 |
| 2020-11-01 | 31.0594681085 |
| 2020-12-01 | 31.0731536976 |
| 2021-01-01 | 31.0643521622 |
| 2021-02-01 | 31.1059986223 |
| 2021-03-01 | 31.0524636418 |
| 2021-04-01 | 31.2143003617 |
| 2021-05-01 | 31.1206152193 |
| 2021-06-01 | 30.9332121284 |
| 2021-07-01 | 31.1808416436 |
| 2021-08-01 | 31.0701905174 |
| 2021-09-01 | 30.9169494416 |
| 2021-10-01 | 31.0352765263 |
| 2021-11-01 | 31.0357304630 |
| 2021-12-01 | 30.8835649966 |
| 2022-01-01 | 30.8467699491 |
| 2022-02-01 | 30.9035699001 |
| 2022-03-01 | 30.8060089868 |
| 2022-04-01 | 30.3840928619 |
| 2022-05-01 | 30.6160992134 |
| 2022-06-01 | 30.5369458025 |
| 2022-07-01 | 30.6517062711 |
| 2022-08-01 | 30.6570121386 |
| 2022-09-01 | 30.8117012639 |
| 2022-10-01 | 30.7592394108 |
| 2022-11-01 | 30.7473134875 |
| 2022-12-01 | 30.7896110941 |
| 2023-01-01 | 30.7239969150 |
| 2023-02-01 | 30.7168850604 |
| 2023-03-01 | 30.8651428304 |
| 2023-04-01 | 30.7282484605 |
| 2023-05-01 | 31.0056381117 |
| 2023-06-01 | 31.2606116295 |
| 2023-07-01 | 30.8346138395 |
| 2023-08-01 | 30.9548489861 |
| 2023-09-01 | 31.0023799562 |
| 2023-10-01 | 30.9818686482 |
| 2023-11-01 | 31.0682372899 |
| 2023-12-01 | 31.0792717998 |
| 2024-01-01 | 31.3042457735 |
| 2024-02-01 | 31.4393089504 |
| 2024-03-01 | 31.6345621785 |
| 2024-04-01 | 31.4594761333 |
| 2024-05-01 | 31.3802251328 |
| 2024-06-01 | 31.4474250804 |
| 2024-07-01 | 31.3170207862 |
| 2024-08-01 | 31.4490768977 |
| 2024-09-01 | 31.4980672324 |
| 2024-10-01 | 31.7003364301 |
| 2024-11-01 | 31.7875332215 |
| 2024-12-01 | 31.8696957790 |
| 2025-01-01 | 31.9838720762 |
| 2025-02-01 | 32.0605934687 |
| 2025-03-01 | 32.1247734899 |
| 2025-04-01 | 32.1757175155 |
| 2025-05-01 | 32.1673292865 |
| 2025-06-01 | 32.1471185022 |
| 2025-07-01 | 32.3259224110 |
| 2025-08-01 | 32.4567326778 |
| 2025-09-01 | 32.1910430526 |
| 2025-10-01 | 32.0113448237 |
| 2025-11-01 | 31.7181104420 |
| 2025-12-01 | 32.0622779326 |
| 2026-01-01 | 32.0721363317 |
| 2026-02-01 | 31.6978890293 |
| 2026-03-01 | 31.6492100879 |
| 2026-04-01 | 31.8896758859 |
| 2026-05-01 | 32.2590188950 |
| 2026-06-01 | 33.3718087799 |
| 2026-07-01 | 33.4340626789 |
| 2026-08-01 | 33.4670210804 |